Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 782 |
| Missing cells | 314 |
| Missing cells (%) | 3.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 73.4 KiB |
| Average record size in memory | 96.2 B |
Variable types
| Text | 1 |
|---|---|
| Categorical | 1 |
| Numeric | 10 |
family is highly overall correlated with gdp_pc and 3 other fields | High correlation |
freedom is highly overall correlated with rank and 1 other fields | High correlation |
gdp_pc is highly overall correlated with family and 3 other fields | High correlation |
health is highly overall correlated with family and 3 other fields | High correlation |
rank is highly overall correlated with family and 4 other fields | High correlation |
score is highly overall correlated with family and 4 other fields | High correlation |
dystopia has 312 (39.9%) missing values | Missing |
rank is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2024-07-31 02:09:49.879682 |
|---|---|
| Analysis finished | 2024-07-31 02:10:09.027520 |
| Duration | 19.15 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
country_mapped
Text
| Distinct | 164 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 22 |
| Mean length | 8.1649616 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6385 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
| Value | Count | Frequency (%) |
| united | 15 | 1.6% |
| republic | 14 | 1.5% |
| south | 14 | 1.5% |
| congo | 10 | 1.1% |
| cyprus | 10 | 1.1% |
| and | 10 | 1.1% |
| sudan | 8 | 0.9% |
| bangladesh | 5 | 0.5% |
| bahrain | 5 | 0.5% |
| dominican | 5 | 0.5% |
| Other values (174) | 826 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1002 | |
| i | 564 | 8.8% |
| n | 514 | 8.1% |
| e | 412 | 6.5% |
| r | 374 | 5.9% |
| o | 364 | 5.7% |
| l | 235 | 3.7% |
| t | 234 | 3.7% |
| u | 219 | 3.4% |
| s | 196 | 3.1% |
| Other values (43) | 2271 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6385 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1002 | |
| i | 564 | 8.8% |
| n | 514 | 8.1% |
| e | 412 | 6.5% |
| r | 374 | 5.9% |
| o | 364 | 5.7% |
| l | 235 | 3.7% |
| t | 234 | 3.7% |
| u | 219 | 3.4% |
| s | 196 | 3.1% |
| Other values (43) | 2271 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6385 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1002 | |
| i | 564 | 8.8% |
| n | 514 | 8.1% |
| e | 412 | 6.5% |
| r | 374 | 5.9% |
| o | 364 | 5.7% |
| l | 235 | 3.7% |
| t | 234 | 3.7% |
| u | 219 | 3.4% |
| s | 196 | 3.1% |
| Other values (43) | 2271 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6385 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1002 | |
| i | 564 | 8.8% |
| n | 514 | 8.1% |
| e | 412 | 6.5% |
| r | 374 | 5.9% |
| o | 364 | 5.7% |
| l | 235 | 3.7% |
| t | 234 | 3.7% |
| u | 219 | 3.4% |
| s | 196 | 3.1% |
| Other values (43) | 2271 |
region
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 6.2 KiB |
| Sub-Saharan Africa | |
|---|---|
| Central and Eastern Europe | |
| Latin America and Caribbean | |
| Western Europe | |
| Middle East and Northern Africa | |
| Other values (5) |
Length
| Max length | 31 |
|---|---|
| Median length | 26 |
| Mean length | 21.339309 |
| Min length | 12 |
Characters and Unicode
| Total characters | 16666 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Southern Asia |
|---|---|
| 2nd row | Southern Asia |
| 3rd row | Southern Asia |
| 4th row | Southern Asia |
| 5th row | Southern Asia |
Common Values
| Value | Count | Frequency (%) |
| Sub-Saharan Africa | 195 | |
| Central and Eastern Europe | 145 | |
| Latin America and Caribbean | 111 | |
| Western Europe | 105 | |
| Middle East and Northern Africa | 96 | |
| Southeastern Asia | 44 | 5.6% |
| Southern Asia | 35 | 4.5% |
| Eastern Asia | 30 | 3.8% |
| Australia and New Zealand | 10 | 1.3% |
| North America | 10 | 1.3% |
| (Missing) | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| and | 362 | |
| africa | 291 | |
| europe | 250 | |
| sub-saharan | 195 | 8.2% |
| eastern | 175 | 7.3% |
| central | 145 | 6.1% |
| america | 121 | 5.1% |
| latin | 111 | 4.7% |
| caribbean | 111 | 4.7% |
| asia | 109 | 4.6% |
| Other values (10) | 512 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2301 | |
| r | 1684 | 10.1% |
| 1601 | 9.6% | |
| n | 1389 | 8.3% |
| e | 1347 | 8.1% |
| t | 871 | 5.2% |
| i | 849 | 5.1% |
| d | 564 | 3.4% |
| s | 539 | 3.2% |
| u | 534 | 3.2% |
| Other values (19) | 4987 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16666 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2301 | |
| r | 1684 | 10.1% |
| 1601 | 9.6% | |
| n | 1389 | 8.3% |
| e | 1347 | 8.1% |
| t | 871 | 5.2% |
| i | 849 | 5.1% |
| d | 564 | 3.4% |
| s | 539 | 3.2% |
| u | 534 | 3.2% |
| Other values (19) | 4987 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16666 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2301 | |
| r | 1684 | 10.1% |
| 1601 | 9.6% | |
| n | 1389 | 8.3% |
| e | 1347 | 8.1% |
| t | 871 | 5.2% |
| i | 849 | 5.1% |
| d | 564 | 3.4% |
| s | 539 | 3.2% |
| u | 534 | 3.2% |
| Other values (19) | 4987 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16666 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2301 | |
| r | 1684 | 10.1% |
| 1601 | 9.6% | |
| n | 1389 | 8.3% |
| e | 1347 | 8.1% |
| t | 871 | 5.2% |
| i | 849 | 5.1% |
| d | 564 | 3.4% |
| s | 539 | 3.2% |
| u | 534 | 3.2% |
| Other values (19) | 4987 |
year
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.9936 |
| Minimum | 2015 |
|---|---|
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 2015 |
|---|---|
| 5-th percentile | 2015 |
| Q1 | 2016 |
| median | 2017 |
| Q3 | 2018 |
| 95-th percentile | 2019 |
| Maximum | 2019 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4173644 |
|---|---|
| Coefficient of variation (CV) | 0.00070271142 |
| Kurtosis | -1.3052698 |
| Mean | 2016.9936 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.0059038944 |
| Sum | 1577289 |
| Variance | 2.0089219 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 2015 | 158 | |
| 2016 | 157 | |
| 2018 | 156 | |
| 2019 | 156 | |
| 2017 | 155 |
| Value | Count | Frequency (%) |
| 2015 | 158 | |
| 2016 | 157 | |
| 2017 | 155 | |
| 2018 | 156 | |
| 2019 | 156 |
| Value | Count | Frequency (%) |
| 2019 | 156 | |
| 2018 | 156 | |
| 2017 | 155 | |
| 2016 | 157 | |
| 2015 | 158 |
rank
Real number (ℝ)
HIGH CORRELATION UNIFORM
| Distinct | 158 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.69821 |
| Minimum | 1 |
|---|---|
| Maximum | 158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8.05 |
| Q1 | 40 |
| median | 79 |
| Q3 | 118 |
| 95-th percentile | 149 |
| Maximum | 158 |
| Range | 157 |
| Interquartile range (IQR) | 78 |
Descriptive statistics
| Standard deviation | 45.182384 |
|---|---|
| Coefficient of variation (CV) | 0.57412214 |
| Kurtosis | -1.1997011 |
| Mean | 78.69821 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.00049735146 |
| Sum | 61542 |
| Variance | 2041.4479 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34 | 6 | 0.8% |
| 145 | 6 | 0.8% |
| 82 | 6 | 0.8% |
| 57 | 6 | 0.8% |
| 153 | 5 | 0.6% |
| 23 | 5 | 0.6% |
| 14 | 5 | 0.6% |
| 74 | 5 | 0.6% |
| 77 | 5 | 0.6% |
| 75 | 5 | 0.6% |
| Other values (148) | 728 |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 2 | 5 | |
| 3 | 5 | |
| 4 | 5 | |
| 5 | 5 | |
| 6 | 5 | |
| 7 | 5 | |
| 8 | 5 | |
| 9 | 5 | |
| 10 | 5 |
| Value | Count | Frequency (%) |
| 158 | 1 | 0.1% |
| 157 | 2 | 0.3% |
| 156 | 4 | |
| 155 | 5 | |
| 154 | 5 | |
| 153 | 5 | |
| 152 | 5 | |
| 151 | 5 | |
| 150 | 5 | |
| 149 | 5 |
score
Real number (ℝ)
HIGH CORRELATION
| Distinct | 716 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3790179 |
| Minimum | 2.6930001 |
|---|---|
| Maximum | 7.769 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 2.6930001 |
|---|---|
| 5-th percentile | 3.58715 |
| Q1 | 4.50975 |
| median | 5.322 |
| Q3 | 6.1895 |
| 95-th percentile | 7.31395 |
| Maximum | 7.769 |
| Range | 5.0759999 |
| Interquartile range (IQR) | 1.67975 |
Descriptive statistics
| Standard deviation | 1.1274565 |
|---|---|
| Coefficient of variation (CV) | 0.20960266 |
| Kurtosis | -0.76105459 |
| Mean | 5.3790179 |
| Median Absolute Deviation (MAD) | 0.846 |
| Skewness | 0.035859433 |
| Sum | 4206.392 |
| Variance | 1.2711581 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.379 | 3 | 0.4% |
| 5.835 | 3 | 0.4% |
| 5.89 | 3 | 0.4% |
| 5.129 | 3 | 0.4% |
| 2.905 | 3 | 0.4% |
| 4.35 | 3 | 0.4% |
| 5.192 | 3 | 0.4% |
| 6.375 | 3 | 0.4% |
| 4.681 | 2 | 0.3% |
| 5.743 | 2 | 0.3% |
| Other values (706) | 754 |
| Value | Count | Frequency (%) |
| 2.693000078 | 1 | 0.1% |
| 2.839 | 1 | 0.1% |
| 2.853 | 1 | 0.1% |
| 2.904999971 | 1 | 0.1% |
| 2.905 | 3 | |
| 3.006 | 1 | 0.1% |
| 3.069 | 1 | 0.1% |
| 3.083 | 2 | |
| 3.203 | 1 | 0.1% |
| 3.231 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7.769 | 1 | |
| 7.632 | 1 | |
| 7.6 | 1 | |
| 7.594 | 1 | |
| 7.587 | 1 | |
| 7.561 | 1 | |
| 7.555 | 1 | |
| 7.554 | 1 | |
| 7.537000179 | 1 | |
| 7.527 | 1 |
gdp_pc
Real number (ℝ)
HIGH CORRELATION
| Distinct | 742 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.91604748 |
| Minimum | 0 |
|---|---|
| Maximum | 2.096 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.208797 |
| Q1 | 0.6065 |
| median | 0.98220471 |
| Q3 | 1.2361871 |
| 95-th percentile | 1.4878821 |
| Maximum | 2.096 |
| Range | 2.096 |
| Interquartile range (IQR) | 0.62968711 |
Descriptive statistics
| Standard deviation | 0.40734013 |
|---|---|
| Coefficient of variation (CV) | 0.44467142 |
| Kurtosis | -0.69275951 |
| Mean | 0.91604748 |
| Median Absolute Deviation (MAD) | 0.29988905 |
| Skewness | -0.31858051 |
| Sum | 716.34913 |
| Variance | 0.16592598 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 0.6% |
| 0.96 | 4 | 0.5% |
| 1.34 | 3 | 0.4% |
| 0.332 | 3 | 0.4% |
| 1.043 | 2 | 0.3% |
| 0.642 | 2 | 0.3% |
| 1.301 | 2 | 0.3% |
| 0.689 | 2 | 0.3% |
| 1.221 | 2 | 0.3% |
| 1.263 | 2 | 0.3% |
| Other values (732) | 755 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.0153 | 1 | 0.1% |
| 0.01604 | 1 | 0.1% |
| 0.02264318429 | 1 | 0.1% |
| 0.024 | 1 | 0.1% |
| 0.026 | 1 | 0.1% |
| 0.046 | 1 | 0.1% |
| 0.05661 | 1 | 0.1% |
| 0.06831 | 1 | 0.1% |
| 0.069 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2.096 | 1 | |
| 1.870765686 | 1 | |
| 1.82427 | 1 | |
| 1.741943598 | 1 | |
| 1.69752 | 1 | |
| 1.69227767 | 1 | |
| 1.69042 | 1 | |
| 1.684 | 1 | |
| 1.649 | 1 | |
| 1.64555 | 1 |
family
Real number (ℝ)
HIGH CORRELATION
| Distinct | 732 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0783925 |
| Minimum | 0 |
|---|---|
| Maximum | 1.644 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.46133 |
| Q1 | 0.8693625 |
| median | 1.124735 |
| Q3 | 1.32725 |
| 95-th percentile | 1.522 |
| Maximum | 1.644 |
| Range | 1.644 |
| Interquartile range (IQR) | 0.4578875 |
Descriptive statistics
| Standard deviation | 0.32954832 |
|---|---|
| Coefficient of variation (CV) | 0.30559219 |
| Kurtosis | 0.15844868 |
| Mean | 1.0783925 |
| Median Absolute Deviation (MAD) | 0.235555 |
| Skewness | -0.68463229 |
| Sum | 843.30292 |
| Variance | 0.10860209 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 0.6% |
| 1.538 | 3 | 0.4% |
| 1.438 | 3 | 0.4% |
| 1.465 | 3 | 0.4% |
| 1.125 | 3 | 0.4% |
| 1.41 | 3 | 0.4% |
| 1.504 | 3 | 0.4% |
| 1.319 | 2 | 0.3% |
| 1.223 | 2 | 0.3% |
| 1.459 | 2 | 0.3% |
| Other values (722) | 753 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.10419 | 1 | 0.1% |
| 0.11037 | 1 | 0.1% |
| 0.13995 | 1 | 0.1% |
| 0.147 | 1 | 0.1% |
| 0.14866 | 1 | 0.1% |
| 0.18519 | 1 | 0.1% |
| 0.19249 | 1 | 0.1% |
| 0.23442 | 1 | 0.1% |
| 0.24749 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1.644 | 1 | |
| 1.624 | 1 | |
| 1.610574007 | 1 | |
| 1.601 | 1 | |
| 1.592 | 1 | |
| 1.59 | 1 | |
| 1.587 | 1 | |
| 1.584 | 1 | |
| 1.583 | 1 | |
| 1.582 | 2 |
health
Real number (ℝ)
HIGH CORRELATION
| Distinct | 705 |
|---|---|
| Distinct (%) | 90.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61241558 |
| Minimum | 0 |
|---|---|
| Maximum | 1.141 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1578945 |
| Q1 | 0.4401825 |
| median | 0.64730951 |
| Q3 | 0.808 |
| 95-th percentile | 0.954973 |
| Maximum | 1.141 |
| Range | 1.141 |
| Interquartile range (IQR) | 0.3678175 |
Descriptive statistics
| Standard deviation | 0.24830864 |
|---|---|
| Coefficient of variation (CV) | 0.40545775 |
| Kurtosis | -0.48757121 |
| Mean | 0.61241558 |
| Median Absolute Deviation (MAD) | 0.16864469 |
| Skewness | -0.50120256 |
| Sum | 478.90898 |
| Variance | 0.061657181 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 0.6% |
| 0.999 | 5 | 0.6% |
| 0.815 | 5 | 0.6% |
| 0.828 | 4 | 0.5% |
| 0.874 | 4 | 0.5% |
| 0.884 | 3 | 0.4% |
| 0.914 | 3 | 0.4% |
| 0.854 | 3 | 0.4% |
| 0.871 | 3 | 0.4% |
| 0.861 | 3 | 0.4% |
| Other values (695) | 744 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.005564753897 | 1 | 0.1% |
| 0.01 | 1 | 0.1% |
| 0.0187726859 | 1 | 0.1% |
| 0.03824 | 1 | 0.1% |
| 0.04113471508 | 1 | 0.1% |
| 0.04476 | 1 | 0.1% |
| 0.04776 | 1 | 0.1% |
| 0.048 | 1 | 0.1% |
| 0.04864216968 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1.141 | 1 | |
| 1.122 | 1 | |
| 1.088 | 1 | |
| 1.062 | 1 | |
| 1.052 | 1 | |
| 1.045 | 1 | |
| 1.042 | 2 | |
| 1.039 | 2 | |
| 1.036 | 2 | |
| 1.03 | 1 |
freedom
Real number (ℝ)
HIGH CORRELATION
| Distinct | 697 |
|---|---|
| Distinct (%) | 89.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41109083 |
| Minimum | 0 |
|---|---|
| Maximum | 0.724 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.128096 |
| Q1 | 0.3097675 |
| median | 0.431 |
| Q3 | 0.531 |
| 95-th percentile | 0.6308885 |
| Maximum | 0.724 |
| Range | 0.724 |
| Interquartile range (IQR) | 0.2212325 |
Descriptive statistics
| Standard deviation | 0.15288042 |
|---|---|
| Coefficient of variation (CV) | 0.37188964 |
| Kurtosis | -0.30720541 |
| Mean | 0.41109083 |
| Median Absolute Deviation (MAD) | 0.10948 |
| Skewness | -0.52125913 |
| Sum | 321.47303 |
| Variance | 0.023372423 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 0.6% |
| 0.557 | 4 | 0.5% |
| 0.417 | 3 | 0.4% |
| 0.312 | 3 | 0.4% |
| 0.356 | 3 | 0.4% |
| 0.516 | 3 | 0.4% |
| 0.406 | 3 | 0.4% |
| 0.531 | 3 | 0.4% |
| 0.508 | 3 | 0.4% |
| 0.431 | 3 | 0.4% |
| Other values (687) | 749 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.00589 | 1 | 0.1% |
| 0.01 | 1 | 0.1% |
| 0.013 | 1 | 0.1% |
| 0.01499585528 | 1 | 0.1% |
| 0.016 | 1 | 0.1% |
| 0.025 | 1 | 0.1% |
| 0.026 | 1 | 0.1% |
| 0.03036985733 | 1 | 0.1% |
| 0.0432 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.724 | 1 | |
| 0.696 | 1 | |
| 0.686 | 1 | |
| 0.683 | 1 | |
| 0.681 | 1 | |
| 0.677 | 1 | |
| 0.674 | 1 | |
| 0.66973 | 1 | |
| 0.669 | 1 | |
| 0.66557 | 1 |
trust
Real number (ℝ)
| Distinct | 635 |
|---|---|
| Distinct (%) | 81.3% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12543561 |
| Minimum | 0 |
|---|---|
| Maximum | 0.55191 |
| Zeros | 6 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.018 |
| Q1 | 0.054 |
| median | 0.091 |
| Q3 | 0.15603 |
| 95-th percentile | 0.37124 |
| Maximum | 0.55191 |
| Range | 0.55191 |
| Interquartile range (IQR) | 0.10203 |
Descriptive statistics
| Standard deviation | 0.10581645 |
|---|---|
| Coefficient of variation (CV) | 0.84359174 |
| Kurtosis | 1.8801083 |
| Mean | 0.12543561 |
| Median Absolute Deviation (MAD) | 0.04745 |
| Skewness | 1.5208882 |
| Sum | 97.965214 |
| Variance | 0.011197121 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.082 | 7 | 0.9% |
| 0.028 | 6 | 0.8% |
| 0.064 | 6 | 0.8% |
| 0.078 | 6 | 0.8% |
| 0 | 6 | 0.8% |
| 0.034 | 6 | 0.8% |
| 0.056 | 5 | 0.6% |
| 0.074 | 5 | 0.6% |
| 0.055 | 5 | 0.6% |
| 0.093 | 5 | 0.6% |
| Other values (625) | 724 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.001 | 1 | 0.1% |
| 0.00227 | 1 | 0.1% |
| 0.00322 | 1 | 0.1% |
| 0.004 | 1 | 0.1% |
| 0.004387900699 | 1 | 0.1% |
| 0.005 | 1 | 0.1% |
| 0.006 | 3 | |
| 0.00615 | 1 | 0.1% |
| 0.00649 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.55191 | 1 | |
| 0.52208 | 1 | |
| 0.50521 | 1 | |
| 0.4921 | 1 | |
| 0.48357 | 1 | |
| 0.48049 | 1 | |
| 0.46987 | 1 | |
| 0.464307785 | 1 | |
| 0.457 | 1 | |
| 0.4552200139 | 1 |
generosity
Real number (ℝ)
| Distinct | 664 |
|---|---|
| Distinct (%) | 84.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21857584 |
| Minimum | 0 |
|---|---|
| Maximum | 0.83807516 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.054030375 |
| Q1 | 0.13 |
| median | 0.20198221 |
| Q3 | 0.2788325 |
| 95-th percentile | 0.47045434 |
| Maximum | 0.83807516 |
| Range | 0.83807516 |
| Interquartile range (IQR) | 0.1488325 |
Descriptive statistics
| Standard deviation | 0.12232075 |
|---|---|
| Coefficient of variation (CV) | 0.55962611 |
| Kurtosis | 2.0202583 |
| Mean | 0.21857584 |
| Median Absolute Deviation (MAD) | 0.07322149 |
| Skewness | 1.04436 |
| Sum | 170.92631 |
| Variance | 0.014962366 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.175 | 6 | 0.8% |
| 0.153 | 5 | 0.6% |
| 0.187 | 5 | 0.6% |
| 0 | 5 | 0.6% |
| 0.099 | 4 | 0.5% |
| 0.083 | 4 | 0.5% |
| 0.197 | 4 | 0.5% |
| 0.142 | 3 | 0.4% |
| 0.148 | 3 | 0.4% |
| 0.185 | 3 | 0.4% |
| Other values (654) | 740 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.00199 | 1 | 0.1% |
| 0.01016465668 | 1 | 0.1% |
| 0.02025 | 1 | 0.1% |
| 0.025 | 1 | 0.1% |
| 0.026 | 2 | 0.3% |
| 0.02641 | 1 | 0.1% |
| 0.02736 | 1 | 0.1% |
| 0.028806841 | 1 | 0.1% |
| 0.029 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.838075161 | 1 | |
| 0.81971 | 1 | |
| 0.79588 | 1 | |
| 0.6117045879 | 1 | |
| 0.598 | 1 | |
| 0.58696 | 1 | |
| 0.5763 | 1 | |
| 0.5747305751 | 1 | |
| 0.5721231103 | 1 | |
| 0.566 | 1 |
dystopia
Real number (ℝ)
MISSING
| Distinct | 470 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 312 |
| Missing (%) | 39.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0927166 |
| Minimum | 0.32858 |
|---|---|
| Maximum | 3.83772 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0.32858 |
|---|---|
| 5-th percentile | 1.1264927 |
| Q1 | 1.737975 |
| median | 2.09464 |
| Q3 | 2.4555745 |
| 95-th percentile | 3.025559 |
| Maximum | 3.83772 |
| Range | 3.50914 |
| Interquartile range (IQR) | 0.71759955 |
Descriptive statistics
| Standard deviation | 0.56577176 |
|---|---|
| Coefficient of variation (CV) | 0.27035278 |
| Kurtosis | 0.41413063 |
| Mean | 2.0927166 |
| Median Absolute Deviation (MAD) | 0.35951323 |
| Skewness | -0.12164695 |
| Sum | 983.57682 |
| Variance | 0.32009768 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.9521 | 1 | 0.1% |
| 1.59888 | 1 | 0.1% |
| 1.878890276 | 1 | 0.1% |
| 2.40364 | 1 | 0.1% |
| 2.04384 | 1 | 0.1% |
| 2.79248929 | 1 | 0.1% |
| 3.18286 | 1 | 0.1% |
| 3.10709 | 1 | 0.1% |
| 2.47489 | 1 | 0.1% |
| 2.277026653 | 1 | 0.1% |
| Other values (460) | 460 | |
| (Missing) | 312 |
| Value | Count | Frequency (%) |
| 0.32858 | 1 | |
| 0.3779137135 | 1 | |
| 0.4193892479 | 1 | |
| 0.5400612354 | 1 | |
| 0.5546331406 | 1 | |
| 0.6211304665 | 1 | |
| 0.65429 | 1 | |
| 0.67042 | 1 | |
| 0.67108 | 1 | |
| 0.8143823147 | 1 |
| Value | Count | Frequency (%) |
| 3.83772 | 1 | |
| 3.60214 | 1 | |
| 3.55906 | 1 | |
| 3.50733 | 1 | |
| 3.40904 | 1 | |
| 3.38007 | 1 | |
| 3.35168 | 1 | |
| 3.31029 | 1 | |
| 3.26001 | 1 | |
| 3.22134 | 1 |
| dystopia | family | freedom | gdp_pc | generosity | health | rank | region | score | trust | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| dystopia | 1.000 | -0.077 | 0.049 | 0.071 | -0.029 | 0.102 | -0.490 | 0.149 | 0.498 | 0.066 | -0.191 |
| family | -0.077 | 1.000 | 0.435 | 0.584 | -0.040 | 0.586 | -0.647 | 0.206 | 0.645 | 0.050 | 0.398 |
| freedom | 0.049 | 0.435 | 1.000 | 0.363 | 0.332 | 0.361 | -0.542 | 0.212 | 0.542 | 0.427 | 0.017 |
| gdp_pc | 0.071 | 0.584 | 0.363 | 1.000 | 0.000 | 0.795 | -0.808 | 0.344 | 0.806 | 0.220 | 0.017 |
| generosity | -0.029 | -0.040 | 0.332 | 0.000 | 1.000 | 0.009 | -0.121 | 0.247 | 0.122 | 0.272 | -0.183 |
| health | 0.102 | 0.586 | 0.361 | 0.795 | 0.009 | 1.000 | -0.758 | 0.373 | 0.762 | 0.150 | 0.128 |
| rank | -0.490 | -0.647 | -0.542 | -0.808 | -0.121 | -0.758 | 1.000 | 0.347 | -0.999 | -0.273 | -0.008 |
| region | 0.149 | 0.206 | 0.212 | 0.344 | 0.247 | 0.373 | 0.347 | 1.000 | 0.357 | 0.255 | 0.000 |
| score | 0.498 | 0.645 | 0.542 | 0.806 | 0.122 | 0.762 | -0.999 | 0.357 | 1.000 | 0.273 | 0.012 |
| trust | 0.066 | 0.050 | 0.427 | 0.220 | 0.272 | 0.150 | -0.273 | 0.255 | 0.273 | 1.000 | -0.121 |
| year | -0.191 | 0.398 | 0.017 | 0.017 | -0.183 | 0.128 | -0.008 | 0.000 | 0.012 | -0.121 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| country_mapped | region | year | rank | score | gdp_pc | family | health | freedom | trust | generosity | dystopia | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | Southern Asia | 2015 | 153 | 3.575 | 0.319820 | 0.302850 | 0.303350 | 0.234140 | 0.097190 | 0.365100 | 1.952100 |
| 1 | Afghanistan | Southern Asia | 2016 | 154 | 3.360 | 0.382270 | 0.110370 | 0.173440 | 0.164300 | 0.071120 | 0.312680 | 2.145580 |
| 2 | Afghanistan | Southern Asia | 2017 | 141 | 3.794 | 0.401477 | 0.581543 | 0.180747 | 0.106180 | 0.061158 | 0.311871 | 2.150801 |
| 3 | Afghanistan | Southern Asia | 2018 | 145 | 3.632 | 0.332000 | 0.537000 | 0.255000 | 0.085000 | 0.036000 | 0.191000 | NaN |
| 4 | Afghanistan | Southern Asia | 2019 | 154 | 3.203 | 0.350000 | 0.517000 | 0.361000 | 0.000000 | 0.025000 | 0.158000 | NaN |
| 5 | Albania | Central and Eastern Europe | 2015 | 95 | 4.959 | 0.878670 | 0.804340 | 0.813250 | 0.357330 | 0.064130 | 0.142720 | 1.898940 |
| 6 | Albania | Central and Eastern Europe | 2016 | 109 | 4.655 | 0.955300 | 0.501630 | 0.730070 | 0.318660 | 0.053010 | 0.168400 | 1.928160 |
| 7 | Albania | Central and Eastern Europe | 2017 | 109 | 4.644 | 0.996193 | 0.803685 | 0.731160 | 0.381499 | 0.039864 | 0.201313 | 1.490442 |
| 8 | Albania | Central and Eastern Europe | 2018 | 112 | 4.586 | 0.916000 | 0.817000 | 0.790000 | 0.419000 | 0.032000 | 0.149000 | NaN |
| 9 | Albania | Central and Eastern Europe | 2019 | 107 | 4.719 | 0.947000 | 0.848000 | 0.874000 | 0.383000 | 0.027000 | 0.178000 | NaN |
| country_mapped | region | year | rank | score | gdp_pc | family | health | freedom | trust | generosity | dystopia | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 772 | Zambia | Sub-Saharan Africa | 2015 | 85 | 5.129 | 0.470380 | 0.916120 | 0.299240 | 0.488270 | 0.124680 | 0.195910 | 2.634300 |
| 773 | Zambia | Sub-Saharan Africa | 2016 | 106 | 4.795 | 0.612020 | 0.637600 | 0.235730 | 0.426620 | 0.114790 | 0.178660 | 2.589910 |
| 774 | Zambia | Sub-Saharan Africa | 2017 | 116 | 4.514 | 0.636407 | 1.003187 | 0.257836 | 0.461603 | 0.078214 | 0.249580 | 1.826705 |
| 775 | Zambia | Sub-Saharan Africa | 2018 | 125 | 4.377 | 0.562000 | 1.047000 | 0.295000 | 0.503000 | 0.082000 | 0.221000 | NaN |
| 776 | Zambia | Sub-Saharan Africa | 2019 | 138 | 4.107 | 0.578000 | 1.058000 | 0.426000 | 0.431000 | 0.087000 | 0.247000 | NaN |
| 777 | Zimbabwe | Sub-Saharan Africa | 2015 | 115 | 4.610 | 0.271000 | 1.032760 | 0.334750 | 0.258610 | 0.080790 | 0.189870 | 2.441910 |
| 778 | Zimbabwe | Sub-Saharan Africa | 2016 | 131 | 4.193 | 0.350410 | 0.714780 | 0.159500 | 0.254290 | 0.085820 | 0.185030 | 2.442700 |
| 779 | Zimbabwe | Sub-Saharan Africa | 2017 | 138 | 3.875 | 0.375847 | 1.083096 | 0.196764 | 0.336384 | 0.095375 | 0.189143 | 1.597970 |
| 780 | Zimbabwe | Sub-Saharan Africa | 2018 | 144 | 3.692 | 0.357000 | 1.094000 | 0.248000 | 0.406000 | 0.099000 | 0.132000 | NaN |
| 781 | Zimbabwe | Sub-Saharan Africa | 2019 | 146 | 3.663 | 0.366000 | 1.114000 | 0.433000 | 0.361000 | 0.089000 | 0.151000 | NaN |